5 citations · 10 across the 3 of their papers we have counts for
5 papers
Stress Test Evaluation of Biomedical Word Embeddings
Vladimir Araujo, Andrés Carvallo, Carlos Aspillaga +2
The success of pretrained word embeddings has motivated their use in the biomedical domain, with contextualized embeddings yielding remarkable results in several biomedical NLP tas…
Analyzing Network Effects on a Fanfiction Community
Andrés Carvallo, Denis Parra
Since the early days of the Web 2.0, online communities have been growing quickly and have become important part of life for large number of people. In one of these communities, fa…
Do Better ImageNet Models Transfer Better... for Image Recommendation?
Felipe del Rio, Pablo Messina, Vicente Dominguez +1
Visual embeddings from Convolutional Neural Networks (CNN) trained on the ImageNet dataset for the ILSVRC challenge have shown consistently good performance for transfer learning a…
Toward Finding Latent Cities with Non-Negative Matrix Factorization
Eduardo Graells-Garrido, Diego Caro, Denis Parra
In the last decade, digital footprints have been used to cluster population activity into functional areas of cities. However, a key aspect has been overlooked: we experience our c…
Towards a Recommender System for Undergraduate Research
Felipe del-Rio, Denis Parra, Jovan Kuzmicic +1
Several studies indicate that attracting students to research careers requires to engage them from early undergraduate years. Following this paradigm, our Engineering School has de…